Selective release of small interfering RNA (siRNA) payloads in response to intracellular substances is a prerequisite for the smart design of siRNA carriers. In this context, we developed a molecular program that allows reactivity with pyruvate for siRNA release in the cell on the basis of polyionic-complex- (PIC-) based siRNA carriers. Hydrazide can react with the α-keto acid structure of anionic pyruvate to form α-oxohydrazone, resulting in the reduction of the cationic net charge of the cationic polymer bearing a hydrazide moiety, which in turn leads to an inefficient electrostatic interaction with anionic siRNA and the consequent destabilization of the PIC (i.e., PGlu [DET/hydrazide]) in pyruvate-enriched environments, such as the cytoplasm, thus achieving effective siRNA release from the PIC and its associated gene-silencing activity. The present study provides the rationale for an α-oxohydrazone-formation-based smart design of pyruvate-responsive materials in the cell.